In the first part of the paper, we use the Line Graph dual representation [1]}, and derive properties for the effective Ising model on arbitrary graphs. In particular, we use the Krausz coarse-graining procedure to show that from the effective Ising model there is a well-known technique to obtain the original spin ice interaction graph.
